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([English](./README.md)|中文)
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# 语音服务
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## 介绍
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这个demo是一个启动流式语音服务和访问服务的实现。 它可以通过使用`paddlespeech_server` 和 `paddlespeech_client`的单个命令或 python 的几行代码来实现。
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## 使用方法
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### 1. 安装
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请看 [安装文档](https://github.com/PaddlePaddle/PaddleSpeech/blob/develop/docs/source/install.md).
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推荐使用 **paddlepaddle 2.2.1** 或以上版本。
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你可以从 medium，hard 三中方式中选择一种方式安装 PaddleSpeech。
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### 2. 准备配置文件
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配置文件可参见 `conf/ws_application.yaml` 和 `conf/ws_conformer_application.yaml` 。
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目前服务集成的模型有： DeepSpeech2和conformer模型。
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这个 ASR client 的输入应该是一个 WAV 文件（`.wav`），并且采样率必须与模型的采样率相同。
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可以下载此 ASR client的示例音频：
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```bash
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wget -c https://paddlespeech.bj.bcebos.com/PaddleAudio/zh.wav
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```
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### 3. 服务端使用方法
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- 命令行 (推荐使用)
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```bash
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# 启动服务
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paddlespeech_server start --config_file ./conf/ws_conformer_application.yaml
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```
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使用方法：
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```bash
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paddlespeech_server start --help
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```
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参数:
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- `config_file`: 服务的配置文件，默认： ./conf/ws_conformer_application.yaml
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- `log_file`: log 文件. 默认：./log/paddlespeech.log
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输出:
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```bash
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[2022-04-21 15:52:18,126] [ INFO] - create the online asr engine instance
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[2022-04-21 15:52:18,127] [ INFO] - paddlespeech_server set the device: cpu
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[2022-04-21 15:52:18,128] [ INFO] - Load the pretrained model, tag = conformer_online_multicn-zh-16k
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[2022-04-21 15:52:18,128] [ INFO] - File /home/users/xiongxinlei/.paddlespeech/models/conformer_online_multicn-zh-16k/asr1_chunk_conformer_multi_cn_ckpt_0.2.3.model.tar.gz md5 checking...
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[2022-04-21 15:52:18,727] [ INFO] - Use pretrained model stored in: /home/users/xiongxinlei/.paddlespeech/models/conformer_online_multicn-zh-16k
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[2022-04-21 15:52:18,727] [ INFO] - /home/users/xiongxinlei/.paddlespeech/models/conformer_online_multicn-zh-16k
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[2022-04-21 15:52:18,727] [ INFO] - /home/users/xiongxinlei/.paddlespeech/models/conformer_online_multicn-zh-16k/model.yaml
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[2022-04-21 15:52:18,727] [ INFO] - /home/users/xiongxinlei/.paddlespeech/models/conformer_online_multicn-zh-16k/exp/chunk_conformer/checkpoints/multi_cn.pdparams
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[2022-04-21 15:52:18,727] [ INFO] - /home/users/xiongxinlei/.paddlespeech/models/conformer_online_multicn-zh-16k/exp/chunk_conformer/checkpoints/multi_cn.pdparams
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[2022-04-21 15:52:19,446] [ INFO] - start to create the stream conformer asr engine
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[2022-04-21 15:52:19,473] [ INFO] - model name: conformer_online
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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[2022-04-21 15:52:21,731] [ INFO] - create the transformer like model success
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[2022-04-21 15:52:21,733] [ INFO] - Initialize ASR server engine successfully.
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INFO: Started server process [11173]
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[2022-04-21 15:52:21] [INFO] [server.py:75] Started server process [11173]
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INFO: Waiting for application startup.
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[2022-04-21 15:52:21] [INFO] [on.py:45] Waiting for application startup.
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INFO: Application startup complete.
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[2022-04-21 15:52:21] [INFO] [on.py:59] Application startup complete.
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/home/users/xiongxinlei/.conda/envs/paddlespeech/lib/python3.9/asyncio/base_events.py:1460: DeprecationWarning: The loop argument is deprecated since Python 3.8, and scheduled for removal in Python 3.10.
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infos = await tasks.gather(*fs, loop=self)
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/home/users/xiongxinlei/.conda/envs/paddlespeech/lib/python3.9/asyncio/base_events.py:1518: DeprecationWarning: The loop argument is deprecated since Python 3.8, and scheduled for removal in Python 3.10.
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await tasks.sleep(0, loop=self)
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INFO: Uvicorn running on http://0.0.0.0:8090 (Press CTRL+C to quit)
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[2022-04-21 15:52:21] [INFO] [server.py:206] Uvicorn running on http://0.0.0.0:8090 (Press CTRL+C to quit)
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```
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- Python API
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```python
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from paddlespeech.server.bin.paddlespeech_server import ServerExecutor
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server_executor = ServerExecutor()
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server_executor(
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config_file="./conf/ws_conformer_application.yaml",
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log_file="./log/paddlespeech.log")
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```
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输出：
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```bash
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[2022-04-21 15:52:18,126] [ INFO] - create the online asr engine instance
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[2022-04-21 15:52:18,127] [ INFO] - paddlespeech_server set the device: cpu
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[2022-04-21 15:52:18,128] [ INFO] - Load the pretrained model, tag = conformer_online_multicn-zh-16k
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[2022-04-21 15:52:18,128] [ INFO] - File /home/users/xiongxinlei/.paddlespeech/models/conformer_online_multicn-zh-16k/asr1_chunk_conformer_multi_cn_ckpt_0.2.3.model.tar.gz md5 checking...
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[2022-04-21 15:52:18,727] [ INFO] - Use pretrained model stored in: /home/users/xiongxinlei/.paddlespeech/models/conformer_online_multicn-zh-16k
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[2022-04-21 15:52:18,727] [ INFO] - /home/users/xiongxinlei/.paddlespeech/models/conformer_online_multicn-zh-16k
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[2022-04-21 15:52:18,727] [ INFO] - /home/users/xiongxinlei/.paddlespeech/models/conformer_online_multicn-zh-16k/model.yaml
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[2022-04-21 15:52:18,727] [ INFO] - /home/users/xiongxinlei/.paddlespeech/models/conformer_online_multicn-zh-16k/exp/chunk_conformer/checkpoints/multi_cn.pdparams
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[2022-04-21 15:52:18,727] [ INFO] - /home/users/xiongxinlei/.paddlespeech/models/conformer_online_multicn-zh-16k/exp/chunk_conformer/checkpoints/multi_cn.pdparams
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[2022-04-21 15:52:19,446] [ INFO] - start to create the stream conformer asr engine
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[2022-04-21 15:52:19,473] [ INFO] - model name: conformer_online
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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set kaiming_uniform
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[2022-04-21 15:52:21,731] [ INFO] - create the transformer like model success
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[2022-04-21 15:52:21,733] [ INFO] - Initialize ASR server engine successfully.
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INFO: Started server process [11173]
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[2022-04-21 15:52:21] [INFO] [server.py:75] Started server process [11173]
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INFO: Waiting for application startup.
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[2022-04-21 15:52:21] [INFO] [on.py:45] Waiting for application startup.
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INFO: Application startup complete.
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[2022-04-21 15:52:21] [INFO] [on.py:59] Application startup complete.
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/home/users/xiongxinlei/.conda/envs/paddlespeech/lib/python3.9/asyncio/base_events.py:1460: DeprecationWarning: The loop argument is deprecated since Python 3.8, and scheduled for removal in Python 3.10.
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infos = await tasks.gather(*fs, loop=self)
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/home/users/xiongxinlei/.conda/envs/paddlespeech/lib/python3.9/asyncio/base_events.py:1518: DeprecationWarning: The loop argument is deprecated since Python 3.8, and scheduled for removal in Python 3.10.
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await tasks.sleep(0, loop=self)
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INFO: Uvicorn running on http://0.0.0.0:8090 (Press CTRL+C to quit)
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[2022-04-21 15:52:21] [INFO] [server.py:206] Uvicorn running on http://0.0.0.0:8090 (Press CTRL+C to quit)
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```
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### 4. ASR 客户端使用方法
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**注意：** 初次使用客户端时响应时间会略长
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- 命令行 (推荐使用)
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```
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paddlespeech_client asr_online --server_ip 127.0.0.1 --port 8090 --input ./zh.wav
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```
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使用帮助:
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```bash
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paddlespeech_client asr_online --help
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```
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参数:
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- `server_ip`: 服务端ip地址，默认: 127.0.0.1。
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- `port`: 服务端口，默认: 8090。
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- `input`(必须输入): 用于识别的音频文件。
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- `sample_rate`: 音频采样率，默认值：16000。
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- `lang`: 模型语言，默认值：zh_cn。
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- `audio_format`: 音频格式，默认值：wav。
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输出:
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```bash
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[2022-04-21 15:59:03,904] [ INFO] - receive msg={"status": "ok", "signal": "server_ready"}
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[2022-04-21 15:59:03,960] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:03,973] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:03,987] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,000] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,012] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,024] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,036] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,047] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,607] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,620] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,633] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,645] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,657] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,669] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,680] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:05,176] [ INFO] - receive msg={'asr_results': '我认为跑'}
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[2022-04-21 15:59:05,185] [ INFO] - receive msg={'asr_results': '我认为跑'}
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[2022-04-21 15:59:05,192] [ INFO] - receive msg={'asr_results': '我认为跑'}
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[2022-04-21 15:59:05,200] [ INFO] - receive msg={'asr_results': '我认为跑'}
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[2022-04-21 15:59:05,208] [ INFO] - receive msg={'asr_results': '我认为跑'}
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[2022-04-21 15:59:05,216] [ INFO] - receive msg={'asr_results': '我认为跑'}
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[2022-04-21 15:59:05,224] [ INFO] - receive msg={'asr_results': '我认为跑'}
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[2022-04-21 15:59:05,232] [ INFO] - receive msg={'asr_results': '我认为跑'}
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[2022-04-21 15:59:05,724] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
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[2022-04-21 15:59:05,732] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
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[2022-04-21 15:59:05,740] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
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[2022-04-21 15:59:05,747] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
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[2022-04-21 15:59:05,755] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
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[2022-04-21 15:59:05,763] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
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[2022-04-21 15:59:05,770] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
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[2022-04-21 15:59:06,271] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
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[2022-04-21 15:59:06,279] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
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[2022-04-21 15:59:06,287] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
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[2022-04-21 15:59:06,294] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
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[2022-04-21 15:59:06,302] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
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[2022-04-21 15:59:06,310] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
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[2022-04-21 15:59:06,318] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
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[2022-04-21 15:59:06,326] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
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[2022-04-21 15:59:06,833] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
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[2022-04-21 15:59:06,842] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
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[2022-04-21 15:59:06,850] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
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[2022-04-21 15:59:06,858] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
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[2022-04-21 15:59:06,866] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
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[2022-04-21 15:59:06,874] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
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[2022-04-21 15:59:06,882] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
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[2022-04-21 15:59:07,400] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
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[2022-04-21 15:59:07,408] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
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[2022-04-21 15:59:07,416] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
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[2022-04-21 15:59:07,424] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
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[2022-04-21 15:59:07,432] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
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[2022-04-21 15:59:07,440] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
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[2022-04-21 15:59:07,447] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
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[2022-04-21 15:59:07,455] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
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[2022-04-21 15:59:07,984] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
|
|
[2022-04-21 15:59:07,992] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
|
|
[2022-04-21 15:59:08,001] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
|
|
[2022-04-21 15:59:08,008] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
|
|
[2022-04-21 15:59:08,016] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
|
|
[2022-04-21 15:59:08,024] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
|
|
[2022-04-21 15:59:12,883] [ INFO] - final receive msg={'status': 'ok', 'signal': 'finished', 'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
|
|
[2022-04-21 15:59:12,884] [ INFO] - 我认为跑步最重要的就是给我带来了身体健康
|
|
|
[2022-04-21 15:59:12,884] [ INFO] - Response time 9.051567 s.
|
|
|
```
|
|
|
|
|
|
- Python API
|
|
|
```python
|
|
|
from paddlespeech.server.bin.paddlespeech_client import ASROnlineClientExecutor
|
|
|
import json
|
|
|
|
|
|
asrclient_executor = ASROnlineClientExecutor()
|
|
|
res = asrclient_executor(
|
|
|
input="./zh.wav",
|
|
|
server_ip="127.0.0.1",
|
|
|
port=8090,
|
|
|
sample_rate=16000,
|
|
|
lang="zh_cn",
|
|
|
audio_format="wav")
|
|
|
print(res.json())
|
|
|
```
|
|
|
|
|
|
输出:
|
|
|
```bash
|
|
|
[2022-04-21 15:59:03,904] [ INFO] - receive msg={"status": "ok", "signal": "server_ready"}
|
|
|
[2022-04-21 15:59:03,960] [ INFO] - receive msg={'asr_results': ''}
|
|
|
[2022-04-21 15:59:03,973] [ INFO] - receive msg={'asr_results': ''}
|
|
|
[2022-04-21 15:59:03,987] [ INFO] - receive msg={'asr_results': ''}
|
|
|
[2022-04-21 15:59:04,000] [ INFO] - receive msg={'asr_results': ''}
|
|
|
[2022-04-21 15:59:04,012] [ INFO] - receive msg={'asr_results': ''}
|
|
|
[2022-04-21 15:59:04,024] [ INFO] - receive msg={'asr_results': ''}
|
|
|
[2022-04-21 15:59:04,036] [ INFO] - receive msg={'asr_results': ''}
|
|
|
[2022-04-21 15:59:04,047] [ INFO] - receive msg={'asr_results': ''}
|
|
|
[2022-04-21 15:59:04,607] [ INFO] - receive msg={'asr_results': ''}
|
|
|
[2022-04-21 15:59:04,620] [ INFO] - receive msg={'asr_results': ''}
|
|
|
[2022-04-21 15:59:04,633] [ INFO] - receive msg={'asr_results': ''}
|
|
|
[2022-04-21 15:59:04,645] [ INFO] - receive msg={'asr_results': ''}
|
|
|
[2022-04-21 15:59:04,657] [ INFO] - receive msg={'asr_results': ''}
|
|
|
[2022-04-21 15:59:04,669] [ INFO] - receive msg={'asr_results': ''}
|
|
|
[2022-04-21 15:59:04,680] [ INFO] - receive msg={'asr_results': ''}
|
|
|
[2022-04-21 15:59:05,176] [ INFO] - receive msg={'asr_results': '我认为跑'}
|
|
|
[2022-04-21 15:59:05,185] [ INFO] - receive msg={'asr_results': '我认为跑'}
|
|
|
[2022-04-21 15:59:05,192] [ INFO] - receive msg={'asr_results': '我认为跑'}
|
|
|
[2022-04-21 15:59:05,200] [ INFO] - receive msg={'asr_results': '我认为跑'}
|
|
|
[2022-04-21 15:59:05,208] [ INFO] - receive msg={'asr_results': '我认为跑'}
|
|
|
[2022-04-21 15:59:05,216] [ INFO] - receive msg={'asr_results': '我认为跑'}
|
|
|
[2022-04-21 15:59:05,224] [ INFO] - receive msg={'asr_results': '我认为跑'}
|
|
|
[2022-04-21 15:59:05,232] [ INFO] - receive msg={'asr_results': '我认为跑'}
|
|
|
[2022-04-21 15:59:05,724] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
|
|
|
[2022-04-21 15:59:05,732] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
|
|
|
[2022-04-21 15:59:05,740] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
|
|
|
[2022-04-21 15:59:05,747] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
|
|
|
[2022-04-21 15:59:05,755] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
|
|
|
[2022-04-21 15:59:05,763] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
|
|
|
[2022-04-21 15:59:05,770] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
|
|
|
[2022-04-21 15:59:06,271] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
|
|
|
[2022-04-21 15:59:06,279] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
|
|
|
[2022-04-21 15:59:06,287] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
|
|
|
[2022-04-21 15:59:06,294] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
|
|
|
[2022-04-21 15:59:06,302] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
|
|
|
[2022-04-21 15:59:06,310] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
|
|
|
[2022-04-21 15:59:06,318] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
|
|
|
[2022-04-21 15:59:06,326] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
|
|
|
[2022-04-21 15:59:06,833] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
|
|
|
[2022-04-21 15:59:06,842] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
|
|
|
[2022-04-21 15:59:06,850] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
|
|
|
[2022-04-21 15:59:06,858] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
|
|
|
[2022-04-21 15:59:06,866] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
|
|
|
[2022-04-21 15:59:06,874] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
|
|
|
[2022-04-21 15:59:06,882] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
|
|
|
[2022-04-21 15:59:07,400] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
|
|
|
[2022-04-21 15:59:07,408] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
|
|
|
[2022-04-21 15:59:07,416] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
|
|
|
[2022-04-21 15:59:07,424] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
|
|
|
[2022-04-21 15:59:07,432] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
|
|
|
[2022-04-21 15:59:07,440] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
|
|
|
[2022-04-21 15:59:07,447] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
|
|
|
[2022-04-21 15:59:07,455] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
|
|
|
[2022-04-21 15:59:07,984] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
|
|
[2022-04-21 15:59:07,992] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
|
|
[2022-04-21 15:59:08,001] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
|
|
[2022-04-21 15:59:08,008] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
|
|
[2022-04-21 15:59:08,016] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
|
|
[2022-04-21 15:59:08,024] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
|
|
[2022-04-21 15:59:12,883] [ INFO] - final receive msg={'status': 'ok', 'signal': 'finished', 'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
|
|
[2022-04-21 15:59:12,884] [ INFO] - 我认为跑步最重要的就是给我带来了身体健康
|
|
|
```
|
